• DocumentCode
    1538058
  • Title

    Algorithm and Data Optimization Techniques for Scaling to Massively Threaded Systems

  • Author

    Stratton, John A. ; Rodrigues, Christopher ; Sung, I-Jui ; Chang, Li-Wen ; Anssari, Nasser ; Liu, Geng ; Hwu, Wen-Mei W. ; Obeid, Nady

  • Volume
    45
  • Issue
    8
  • fYear
    2012
  • fDate
    8/1/2012 12:00:00 AM
  • Firstpage
    26
  • Lastpage
    32
  • Abstract
    A study of the implementation patterns among massively threaded applications for many-core GPUs reveals that each of the seven most commonly used algorithm and data optimization techniques can enhance the performance of applicable kernels by 2 to 10× in current processors while also improving future scalability.
  • Keywords
    graphics processing units; multiprocessing systems; optimisation; data optimization techniques; many-core GPU; massively threaded systems; Bandwidth; Graphics processing unit; Histograms; Instruction sets; Multithreading; Optimization; System-on-a-chip; Parboil benchmarks; accelerators; massively threaded systems; optimization patterns; scalability;
  • fLanguage
    English
  • Journal_Title
    Computer
  • Publisher
    ieee
  • ISSN
    0018-9162
  • Type

    jour

  • DOI
    10.1109/MC.2012.194
  • Filename
    6216339
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1538058